Melting line of silicon modelled with a machine-learning potential
Fuente:
arXiv
Saved in:
| Main Author: | Fomin, Yu. D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Melting of thin silicon films: a molecular dynamics study with two machine learning potentials
by: Fomin, Yu. D., et al.
Published: (2026)
by: Fomin, Yu. D., et al.
Published: (2026)
The origin of complex behavior of liquid carbon: an insight from computer simulation
by: Fomin, Yu. D.
Published: (2026)
by: Fomin, Yu. D.
Published: (2026)
Voids in liquids: peculiarities of molecular dynamics simulation of fluid systems
by: Fomin, Yu. D.
Published: (2026)
by: Fomin, Yu. D.
Published: (2026)
Kob-Andersen model crystal structure: genetic algorithms vs spontaneous crystallization
by: Fomin, Yu. D., et al.
Published: (2024)
by: Fomin, Yu. D., et al.
Published: (2024)
Collective excitations in liquid carbon tetrachloride: a molecular dynamics study
by: Fomin, Yu. D., et al.
Published: (2024)
by: Fomin, Yu. D., et al.
Published: (2024)
Shear Banding in Simulations of Polymer Melts
by: Nelson, Lucas L., et al.
Published: (2026)
by: Nelson, Lucas L., et al.
Published: (2026)
Mechanical Degradation of Unentangled Polymer Melts under Uniaxial Extensional Flow
by: Wang, Mingchao, et al.
Published: (2025)
by: Wang, Mingchao, et al.
Published: (2025)
A rare gas mixture: From rigid to gas-like fluid by a mutual concentration change
by: Fomin, Yu. D., et al.
Published: (2024)
by: Fomin, Yu. D., et al.
Published: (2024)
Melting of rods on a sphere via an intermediate hexatic phase
by: Mandal, Jaydeep, et al.
Published: (2025)
by: Mandal, Jaydeep, et al.
Published: (2025)
Origins of Fine Structure in DNA Melting Curves
by: Asatryan, Arevik V., et al.
Published: (2024)
by: Asatryan, Arevik V., et al.
Published: (2024)
Simple Calibration of Block Copolymer Melt Models
by: Petrov, Artem, et al.
Published: (2024)
by: Petrov, Artem, et al.
Published: (2024)
Confusion-driven machine learning of structural phases of a flexible, magnetic Stockmayer polymer
by: Perera, Dilina, et al.
Published: (2025)
by: Perera, Dilina, et al.
Published: (2025)
The dynamics of machine-learned "softness" in supercooled liquids describe dynamical heterogeneity
by: Ridout, Sean A., et al.
Published: (2024)
by: Ridout, Sean A., et al.
Published: (2024)
Microstructural features governing fracture of a two-dimensional amorphous solid identified by machine learning
by: Huisman, Max, et al.
Published: (2024)
by: Huisman, Max, et al.
Published: (2024)
Identification of 2D colloidal assemblies in images: a threshold processing method versus machine learning
by: Khusainova, L. T., et al.
Published: (2025)
by: Khusainova, L. T., et al.
Published: (2025)
A snapshot review on soft-materials assembly design utilizing machine learning methods
by: Martirossyan, Maya M., et al.
Published: (2024)
by: Martirossyan, Maya M., et al.
Published: (2024)
Predicting structure and swelling of microgels with different crosslinker concentrations combining machine-learning with numerical simulations
by: Marín-Aguilar, Susana, et al.
Published: (2025)
by: Marín-Aguilar, Susana, et al.
Published: (2025)
White-box machine learning for uncovering physically interpretable dimensionless governing equations for granular materials
by: Han, Xu, et al.
Published: (2025)
by: Han, Xu, et al.
Published: (2025)
Melting of non reciprocal solids: how dislocations propel and fission in flowing crystals
by: Guillet, Stéphane, et al.
Published: (2025)
by: Guillet, Stéphane, et al.
Published: (2025)
Tunable Cooperative Motion, Rigidity, and Glassy Dynamics in Knotted Ring Polymer Melts
by: Dong, Yue-Tong, et al.
Published: (2026)
by: Dong, Yue-Tong, et al.
Published: (2026)
The Influence of Crosslinking and Deformation on Polymer Crystallization and Melting: A Molecular Dynamics Study
by: Bhardwaj, Atmika, et al.
Published: (2026)
by: Bhardwaj, Atmika, et al.
Published: (2026)
Finding the Differences: Classical Nucleation Perspective on Homogeneous Melting and Freezing of Hard Spheres
by: Gispen, Willem, et al.
Published: (2024)
by: Gispen, Willem, et al.
Published: (2024)
Relaxation Dynamics of Entangled Linear Polymer Melts via Molecular Dynamics Simulations
by: Behbahani, Alireza F., et al.
Published: (2024)
by: Behbahani, Alireza F., et al.
Published: (2024)
Dynamic Slowdown and Spatial Correlations in Viscous Silica Melt: Perspectives from Dynamic Disorder
by: Kumar, Shubham, et al.
Published: (2025)
by: Kumar, Shubham, et al.
Published: (2025)
Interaction Controlled Molecular Probing of Length Scale Dependent Glassy Dynamics in Polymer Melts
by: Kim, Suyeon, et al.
Published: (2026)
by: Kim, Suyeon, et al.
Published: (2026)
Phase diagram of the hard-sphere potential model in three and four dimensions using a pseudo-hard-sphere potential
by: Bedolla-Montiel, Edwin A., et al.
Published: (2025)
by: Bedolla-Montiel, Edwin A., et al.
Published: (2025)
Machine learning many-body potentials for charged colloids in primitive 1:1 electrolytes
by: ter Rele, Thijs, et al.
Published: (2025)
by: ter Rele, Thijs, et al.
Published: (2025)
Molecular Dynamics simulations of Al-Ti metallic alloy melts using a transferable machine-learning potential
by: Kato, Yuna, et al.
Published: (2026)
by: Kato, Yuna, et al.
Published: (2026)
Elucidation of the Correlation between Molecular Conformation and Shear Viscosity of Polymer Melts under Steady-State Shear Flow
by: Sakamaki, Yuhi, et al.
Published: (2025)
by: Sakamaki, Yuhi, et al.
Published: (2025)
Approach and rotation of reconnecting topological defect lines in liquid crystal
by: Zushi, Yohei, et al.
Published: (2024)
by: Zushi, Yohei, et al.
Published: (2024)
Amorphous $CaSO_{4}$ nanocrystal deposits for friction and wear reduction at silicon interfaces
by: Vernooij, Tijn, et al.
Published: (2025)
by: Vernooij, Tijn, et al.
Published: (2025)
Melting of the two-dimensional solid phase in the Gaussian-core model
by: Mendoza-Coto, Alejandro, et al.
Published: (2022)
by: Mendoza-Coto, Alejandro, et al.
Published: (2022)
Following the thread: surface and bulk solvent migration in silicone elastomers from local volumetric swelling
by: Li, Chenzhuo, et al.
Published: (2026)
by: Li, Chenzhuo, et al.
Published: (2026)
Experiments and modeling of mechanically-soft, hard magnetorheological foams with potential applications in haptic sensing
by: Lin, Zehui, et al.
Published: (2025)
by: Lin, Zehui, et al.
Published: (2025)
Stress Relaxation in Monodisperse Entangled Polymer Melts: Correlation Between Viscoelastic Response and Single-Chain Relaxation via Molecular Dynamics Simulations
by: Behbahani, Alireza F.
Published: (2026)
by: Behbahani, Alireza F.
Published: (2026)
Multistable energy landscapes for adaptive microscopic machines
by: Lim, Melody Xuan, et al.
Published: (2026)
by: Lim, Melody Xuan, et al.
Published: (2026)
Fast phase prediction of charged polymer blends by white-box machine learning surrogates
by: Ellis, Clayton, et al.
Published: (2025)
by: Ellis, Clayton, et al.
Published: (2025)
Melting Coulomb clusters through nonreciprocity-enhanced parametric pumping
by: Shu, Zhicheng, et al.
Published: (2026)
by: Shu, Zhicheng, et al.
Published: (2026)
Coarse grained modeling of self assembled DNA 3D structure using pragmatic soft ellipsoid contact potential
by: Das, Abhirup, et al.
Published: (2026)
by: Das, Abhirup, et al.
Published: (2026)
Active particles in a tube: a generalized entropy potential approach
by: Zhao, Yongfeng
Published: (2021)
by: Zhao, Yongfeng
Published: (2021)
Similar Items
-
Melting of thin silicon films: a molecular dynamics study with two machine learning potentials
by: Fomin, Yu. D., et al.
Published: (2026) -
The origin of complex behavior of liquid carbon: an insight from computer simulation
by: Fomin, Yu. D.
Published: (2026) -
Voids in liquids: peculiarities of molecular dynamics simulation of fluid systems
by: Fomin, Yu. D.
Published: (2026) -
Kob-Andersen model crystal structure: genetic algorithms vs spontaneous crystallization
by: Fomin, Yu. D., et al.
Published: (2024) -
Collective excitations in liquid carbon tetrachloride: a molecular dynamics study
by: Fomin, Yu. D., et al.
Published: (2024)